{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T15:40:03Z","timestamp":1745941203563,"version":"3.40.4"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2012,12,25]],"date-time":"2012-12-25T00:00:00Z","timestamp":1356393600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2014,3]]},"DOI":"10.1007\/s00521-012-1218-5","type":"journal-article","created":{"date-parts":[[2012,12,24]],"date-time":"2012-12-24T04:05:15Z","timestamp":1356321915000},"page":"845-852","source":"Crossref","is-referenced-by-count":13,"title":["A Kernel-based sparse representation method for face recognition"],"prefix":"10.1007","volume":"24","author":[{"given":"Ningbo","family":"Zhu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengtao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,12,25]]},"reference":[{"issue":"3","key":"1218_CR1","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1364\/JOSAA.4.000519","volume":"4","author":"L Sirovich","year":"1987","unstructured":"Sirovich L, Kirby M (1987) Low-dimensional procedure for characterization of human faces. J Opt Soc Am A: 4(3):519\u2013526","journal-title":"J Opt Soc Am A:"},{"issue":"1","key":"1218_CR2","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1109\/34.41390","volume":"12","author":"M Kirby","year":"1990","unstructured":"Kirby M, Sirovich L (1990) Application of the KL procedure for the characterization of human faces. IEEE Trans Pattern Anal Mach Intell 12(1):103\u2013108","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"1218_CR3","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","volume":"3","author":"M Turk","year":"1991","unstructured":"Turk M, Pentland A (1991) Eigenfaces for recognition. J Cogn Neurosci 3(1):71\u201386","journal-title":"J Cogn Neurosci"},{"issue":"9","key":"1218_CR4","doi-asserted-by":"crossref","first-page":"1209","DOI":"10.1016\/0031-3203(94)90006-X","volume":"27","author":"D Valentin","year":"1994","unstructured":"Valentin D, Abdi H, O\u2019Toole AJ, Cottrell GW (1994) Connectionist models of face processing: a survey. Pattern Recognit 27(9):1209\u20131230","journal-title":"Pattern Recognit"},{"issue":"1","key":"1218_CR5","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1109\/34.824823","volume":"22","author":"A Pentland","year":"2000","unstructured":"Pentland A (2000) Looking at people: sensing for ubiquitous and wearable computing. IEEE Trans Pattern Anal Mach Intell 22(1):107\u2013119","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"9","key":"1218_CR6","doi-asserted-by":"crossref","first-page":"1997","DOI":"10.1016\/S0031-3203(02)00040-7","volume":"35","author":"J Yang","year":"2002","unstructured":"Yang J, Yang J-Y (2002) From image vector to matrix: a straightforward image projection technique\u2014IMPCA versus PCA. Pattern Recognit 35(9):1997\u20131999","journal-title":"Pattern Recognit"},{"key":"1218_CR7","unstructured":"Yang J, Zhang D, Frangi AF, Yang J-Y (2004) Two-dimensional PCA: a new approach to appearance-based face representation and recognition. IEEE Trans Pattern Anal Mach Intell 26(1). http:\/\/ieeexplore.ieee.org\/xpl\/login.jsp?tp=&arnumber=1261097&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1261097"},{"key":"1218_CR8","unstructured":"Xu A, Jin X, Jiang Y, Guo P (2006) Complete two-dimensional PCA for face recognition. Pattern Recognit ICPR 2006. 18th international conference, vol 3. pp 481\u2013484"},{"issue":"3","key":"1218_CR9","doi-asserted-by":"crossref","first-page":"1106","DOI":"10.1016\/j.patcog.2009.09.013","volume":"43","author":"Y Xu","year":"2010","unstructured":"Xu Y, Zhang D, Yang J-Y (2010) A feature extraction method for use with bimodal biometrics. Pattern Recognit 43(3):1106\u20131115","journal-title":"Pattern Recognit"},{"issue":"10\u201312","key":"1218_CR10","doi-asserted-by":"crossref","first-page":"1857","DOI":"10.1016\/j.neucom.2007.09.021","volume":"71","author":"Y Xu","year":"2008","unstructured":"Xu Y, Zhang D, Yang J, Yang J-Y (2008) An approach for directly extracting features from matrix data and its application in face recognition. Neurocomputing 71(10\u201312):1857\u20131865","journal-title":"Neurocomputing"},{"issue":"3","key":"1218_CR11","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1142\/S0219622011004415","volume":"10","author":"Y Xu","year":"2011","unstructured":"Xu Y, Zhang D, Yang J, Jin Z, Yang J-Y (2011) Evaluate dissimilarity of samples in feature space for improving KPCA. Int J Inf Technol Decis Mak 10(3):479\u2013495","journal-title":"Int J Inf Technol Decis Mak"},{"issue":"6","key":"1218_CR12","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1109\/JPROC.2010.2044470","volume":"98","author":"J Wright","year":"2010","unstructured":"Wright J, Ma Y, Mairal J, Sapiro G, Huang TS, Yan S (2010) Sparse representation for computer vision and pattern recognition. Proc IEEE 98(6):1031\u20131044","journal-title":"Proc IEEE"},{"issue":"2","key":"1218_CR13","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright J, Yang AY, Ganesh A, Sastry SS, Ma Y (2009) Robust face recognition via sparse representation. IEEE Trans Pattern Anal Mach Intell 31(2):210\u2013227","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"1218_CR14","unstructured":"Mairal J, Bach F, Ponce J, Sapiro G, Zisserman A (2009) Supervised dictionary learning. In: Proceedings of Advance NIPS, vol 21"},{"issue":"11","key":"1218_CR15","doi-asserted-by":"crossref","first-page":"1635","DOI":"10.1016\/j.pnsc.2009.04.013","volume":"19","author":"Y Shi","year":"2009","unstructured":"Shi Y, Dai DQ, Liu CC, Yan H (2009) Sparse discriminant analysis for breast cancer biomarker identification and classification. Prog Nat Sci 19(11):1635\u20131641","journal-title":"Prog Nat Sci"},{"key":"1218_CR16","doi-asserted-by":"crossref","unstructured":"Dikmen M, Huang TS (2008) Robust estimation of foreground in surveillance videos by sparse error estimation. In: Proceedings of international conference on pattern recognition, pp 1\u20134","DOI":"10.1109\/ICPR.2008.4761910"},{"key":"1218_CR17","doi-asserted-by":"crossref","unstructured":"Elhamifar E, Vidal R (2009) Sparse subspace clustering. In: Proceedings of IEEE international conference on computer vision and pattern recognition, pp 2790\u20132797","DOI":"10.1109\/CVPR.2009.5206547"},{"key":"1218_CR18","doi-asserted-by":"crossref","unstructured":"Rao S, Tron R, Vidal R, Ma Y (2008) Motion segmentation via robust subspace separation in the presence of outlying, incomplete, and corrupted trajectories. In Proceedings of IEEE international conference on computer vision and pattern recognition, pp 1\u20138","DOI":"10.1109\/CVPR.2008.4587437"},{"key":"1218_CR19","doi-asserted-by":"crossref","unstructured":"Zhang L, Yanga M et al (2011) Sparse representation or collaborative representation: which helps face recognition? In: Proceedings of IEEE international conference on computer vision, pp 471\u2013478","DOI":"10.1109\/ICCV.2011.6126277"},{"issue":"9","key":"1218_CR20","doi-asserted-by":"crossref","first-page":"1255","DOI":"10.1109\/TCSVT.2011.2138790","volume":"21","author":"Y Xu","year":"2011","unstructured":"Xu Y, Zhang D et al (2011) A two-phase test sample sparse representation method for use with face recognition. IEEE Trans Circuits Syst Video Technol 21(9):1255\u20131262","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"key":"1218_CR21","doi-asserted-by":"crossref","unstructured":"Xu Y, Zhu Q (2012) A simple and fast representation-based face recognition method. Neural Comput Appl. doi: 10.1007\/s00521-012-0833-5","DOI":"10.1007\/s00521-012-0833-5"},{"key":"1218_CR22","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1007\/s11634-010-0068-1","volume":"4","author":"M Debruyne","year":"2010","unstructured":"Debruyne M, Verdonck T (2010) Robust kernel principal component analysis and classification. Adv Data Anal Classif 4:151\u2013167. doi: 10.1007\/s11634-010-0068-1","journal-title":"Adv Data Anal Classif"},{"issue":"6","key":"1218_CR23","doi-asserted-by":"crossref","first-page":"1026","DOI":"10.1016\/j.patcog.2005.10.029","volume":"39","author":"Y Xu","year":"2006","unstructured":"Xu Y, Zhang D et al (2006) A fast kernel-based nonlinear discriminant analysis for multi-class problems. Pattern Recognit 39(6):1026\u20131033","journal-title":"Pattern Recognit"},{"key":"1218_CR24","doi-asserted-by":"crossref","first-page":"1237","DOI":"10.1016\/j.ins.2009.11.041","volume":"180","author":"S Das","year":"2010","unstructured":"Das S, Sil S (2010) Kernel-induced fuzzy clustering of image pixels with an improved differential evolution algorithm. Inf Sci 180:1237\u20131256","journal-title":"Inf Sci"},{"issue":"4","key":"1218_CR25","doi-asserted-by":"crossref","first-page":"1907","DOI":"10.1109\/TSMCB.2004.831165","volume":"34","author":"SC Chen","year":"2004","unstructured":"Chen SC, Zhang DQ (2004) Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure. IEEE Trans Syst Man Cybern 34(4):1907\u20131916","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"1218_CR26","doi-asserted-by":"crossref","first-page":"017205","DOI":"10.1117\/1.OE.51.1.017205","volume":"51","author":"Y Xu","year":"2012","unstructured":"Xu Y, Fan ZZ, Zhu Q (2012) Feature space-based human face image representation and recognition. Opt Eng 51(1):017205","journal-title":"Opt Eng"},{"key":"1218_CR27","unstructured":"[Online]. Available: http:\/\/www.cl.cam.ac.uk\/research\/dtg\/attarchive\/facedatabase.html"},{"key":"1218_CR28","unstructured":"[Online]. Available: http:\/\/cvc.yale.edu\/projects\/yalefaces\/yalefaces.html"},{"key":"1218_CR29","unstructured":"[Online]. Available: http:\/\/cobweb.ecn.purdue.edu\/~aleix\/aleix_face_DB.html"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-1218-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-012-1218-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-012-1218-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,29]],"date-time":"2025-04-29T15:02:28Z","timestamp":1745938948000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-012-1218-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12,25]]},"references-count":29,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2014,3]]}},"alternative-id":["1218"],"URL":"https:\/\/doi.org\/10.1007\/s00521-012-1218-5","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[2012,12,25]]}}}